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- Duwei Dai, Caixia Dong, Haolin Huang, Fan Liu, Zongfang Li, Songhua Xu. Improving the performance of medical image segmentation with instructive feature learning. Medical Image Analysis, 107:103818, 2026.
- Xuan Xu, Saarthak Kapse, Prateek Prasanna. SuperDiff: A diffusion super-resolution method for digital pathology with comprehensive quality assessment. Medical Image Analysis, 107:103808, 2026.
- M. Sjoerdsma, S. Bouwmeester, F. van Heesch, P. Houthuizen, Richard G. P. Lopata. Spatio-temporal registration of multi-perspective 3D echocardiography for improved strain estimation. Medical Image Analysis, 107:103791, 2026.
- Jiazhen Wang, Zhihao Shi, Xiang Gu, Yan Yang, Jian Sun. Diffusion-based arbitrary-scale magnetic resonance image super-resolution via progressive k-space reconstruction and denoising. Medical Image Analysis, 107:103814, 2026.
- Menghua Xia, Kuan-Yin Ko, Der-Shiun Wang, Ming-Kai Chen, Qiong Liu, Huidong Xie, Liang Guo, Wei Ji, Jinsong Ouyang, Reimund Bayerlein, Benjamin A. Spencer, Quanzheng Li, Ramsey D. Badawi, Georges El Fakhri, Chi Liu 0001. Anatomically and metabolically informed diffusion for unified denoising and segmentation in low-count PET imaging. Medical Image Analysis, 107:103831, 2026.
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- Xukun Zhang, Jinghui Feng, Peng Liu 0074, Minghao Han, Yanlan Kang, Jingyi Zhu, Le Wang, Xiaoying Wang, Sharib Ali, Lihua Zhang 0002. Nested resolution mesh-graph CNN for automated extraction of liver surface anatomical landmarks. Medical Image Analysis, 107:103825, 2026.
- Zhuoshuo Li, Jiong Zhang, Youbing Zeng, Jiaying Lin, Dan Zhang 0026, Jianjia Zhang, Duan Xu, Hosung Kim, Bingguang Liu, Mengting Liu. SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features. Medical Image Analysis, 107:103793, 2026.
- Xuegang Song, Kaixiang Shu, Peng Yang 0011, Cheng Zhao 0003, Feng Zhou 0003, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Shuqiang Wang, Tianfu Wang 0001, Baiying Lei. Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease. Medical Image Analysis, 107:103794, 2026.